Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 292 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.0 KiB |
| Average record size in memory | 252.4 B |
Variable types
| NUM | 16 |
|---|---|
| BOOL | 8 |
| CAT | 1 |
| DATE | 1 |
Reproduction
| Analysis started | 2020-05-05 17:47:21.128876 |
|---|---|
| Analysis finished | 2020-05-05 17:47:55.288515 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
udsventa has 57 (19.5%) zeros | Zeros |
udsprevisionempresa has 82 (28.1%) zeros | Zeros |
weekday has 41 (14.0%) zeros | Zeros |
sin_weekday has 41 (14.0%) zeros | Zeros |
roll4wd_udsventa has 50 (17.1%) zeros | Zeros |
roll4wd_udsstock has 16 (5.5%) zeros | Zeros |
udsprevisionempresa_shifted-1 has 83 (28.4%) zeros | Zeros |
udsprevisionempresa_shifted-2 has 84 (28.8%) zeros | Zeros |
udsstock_shifted7 has 7 (2.4%) zeros | Zeros |
roll4wd_udsstock_shifted1 has 17 (5.8%) zeros | Zeros |
roll4wd_udsstock_shifted7 has 23 (7.9%) zeros | Zeros |
udsventa_shifted1 has 57 (19.5%) zeros | Zeros |
| Distinct count | 292 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| Minimum | 2019-06-05 00:00:00 |
|---|---|
| Maximum | 2020-03-22 00:00:00 |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 48 |
|---|
| Value | Count | Frequency (%) | |
| 48 | 292 | 100.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
udsstock
Real number (ℝ≥0)
| Distinct count | 109 |
|---|---|
| Unique (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 913.4504802532862 |
|---|---|
| Minimum | 48.0 |
| Maximum | 2316.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 421.5 |
| Q1 | 684.6923077 |
| median | 882 |
| Q3 | 1112.935484 |
| 95-th percentile | 1467.5 |
| Maximum | 2316 |
| Range | 2268 |
| Interquartile range (IQR) | 428.2431762 |
Descriptive statistics
| Standard deviation | 346.2111125 |
|---|---|
| Coefficient of variation (CV) | 0.3790146483 |
| Kurtosis | 1.876327376 |
| Mean | 913.4504803 |
| Median Absolute Deviation (MAD) | 265.5784802 |
| Skewness | 0.9025397837 |
| Sum | 266727.5402 |
| Variance | 119862.1344 |
| Value | Count | Frequency (%) | |
| 684.6923077 | 27 | 9.2% | |
| 1157.571429 | 13 | 4.5% | |
| 789.8709677 | 13 | 4.5% | |
| 929 | 12 | 4.1% | |
| 1112.935484 | 11 | 3.8% | |
| 968.5806452 | 10 | 3.4% | |
| 697 | 6 | 2.1% | |
| 416 | 6 | 2.1% | |
| 794 | 6 | 2.1% | |
| 513 | 5 | 1.7% | |
| Other values (99) | 183 | 62.7% |
| Value | Count | Frequency (%) | |
| 48 | 1 | 0.3% | |
| 82 | 1 | 0.3% | |
| 290 | 1 | 0.3% | |
| 300 | 2 | 0.7% | |
| 349 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2316 | 1 | 0.3% | |
| 2190 | 1 | 0.3% | |
| 2132 | 1 | 0.3% | |
| 1996 | 2 | 0.7% | |
| 1918 | 2 | 0.7% |
| Distinct count | 102 |
|---|---|
| Unique (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 486.458904109589 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1719.0 |
| Zeros | 57 |
| Zeros (%) | 19.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 285.25 |
| median | 523 |
| Q3 | 687.75 |
| 95-th percentile | 888.15 |
| Maximum | 1719 |
| Range | 1719 |
| Interquartile range (IQR) | 402.5 |
Descriptive statistics
| Standard deviation | 326.1246705 |
|---|---|
| Coefficient of variation (CV) | 0.6704053883 |
| Kurtosis | 0.9593022164 |
| Mean | 486.4589041 |
| Median Absolute Deviation (MAD) | 256.7473729 |
| Skewness | 0.3492799132 |
| Sum | 142046 |
| Variance | 106357.3007 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 560 | 7 | 2.4% | |
| 435 | 6 | 2.1% | |
| 494 | 6 | 2.1% | |
| 376 | 5 | 1.7% | |
| 678 | 5 | 1.7% | |
| 642 | 5 | 1.7% | |
| 442 | 5 | 1.7% | |
| 649 | 5 | 1.7% | |
| 605 | 5 | 1.7% | |
| Other values (92) | 186 | 63.7% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 73 | 1 | 0.3% | |
| 154 | 1 | 0.3% | |
| 199 | 1 | 0.3% | |
| 221 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1719 | 1 | 0.3% | |
| 1690 | 1 | 0.3% | |
| 1586 | 1 | 0.3% | |
| 1542 | 2 | 0.7% | |
| 1084 | 1 | 0.3% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 67.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2203.890410958904 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15296.0 |
| Zeros | 82 |
| Zeros (%) | 28.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1682 |
| Q3 | 3499.75 |
| 95-th percentile | 6405.4 |
| Maximum | 15296 |
| Range | 15296 |
| Interquartile range (IQR) | 3499.75 |
Descriptive statistics
| Standard deviation | 2371.920261 |
|---|---|
| Coefficient of variation (CV) | 1.07624238 |
| Kurtosis | 4.333880491 |
| Mean | 2203.890411 |
| Median Absolute Deviation (MAD) | 1836.812254 |
| Skewness | 1.628637139 |
| Sum | 643536 |
| Variance | 5626005.727 |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 4535 | 3 | 1.0% | |
| 2833 | 2 | 0.7% | |
| 97 | 2 | 0.7% | |
| 3719 | 2 | 0.7% | |
| 227 | 2 | 0.7% | |
| 2095 | 2 | 0.7% | |
| 3306 | 2 | 0.7% | |
| 3511 | 2 | 0.7% | |
| 5180 | 2 | 0.7% | |
| Other values (188) | 191 | 65.4% |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 51 | 1 | 0.3% | |
| 95 | 1 | 0.3% | |
| 97 | 2 | 0.7% | |
| 162 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 15296 | 1 | 0.3% | |
| 12505 | 1 | 0.3% | |
| 11678 | 1 | 0.3% | |
| 9470 | 1 | 0.3% | |
| 8879 | 1 | 0.3% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 292 | 100.0% |
festivo
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 284 | 97.3% | |
| 1 | 8 | 2.7% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.017123287671233 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.999067122 |
|---|---|
| Coefficient of variation (CV) | 0.662573893 |
| Kurtosis | -1.24431598 |
| Mean | 3.017123288 |
| Median Absolute Deviation (MAD) | 1.711249765 |
| Skewness | -0.01071552041 |
| Sum | 881 |
| Variance | 3.996269359 |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% | |
| 1 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| 0 | 41 | 14.0% | |
| 1 | 41 | 14.0% | |
| 2 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 4 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% |
working_day
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 420.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 242 | 82.9% | |
| False | 50 | 17.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002677505076945293 |
|---|---|
| Minimum | -0.9749279121818236 |
| Maximum | 0.9749279121818236 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9749279122 |
|---|---|
| 5-th percentile | -0.9749279122 |
| Q1 | -0.7818314825 |
| median | 0 |
| Q3 | 0.7818314825 |
| 95-th percentile | 0.9749279122 |
| Maximum | 0.9749279122 |
| Range | 1.949855824 |
| Interquartile range (IQR) | 1.563662965 |
Descriptive statistics
| Standard deviation | 0.7092579884 |
|---|---|
| Coefficient of variation (CV) | -264.895105 |
| Kurtosis | -1.507989269 |
| Mean | -0.002677505077 |
| Median Absolute Deviation (MAD) | 0.6278742875 |
| Skewness | 0.006768729133 |
| Sum | -0.7818314825 |
| Variance | 0.5030468941 |
| Value | Count | Frequency (%) | |
| -0.4338837391 | 42 | 14.4% | |
| 0.4338837391 | 42 | 14.4% | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| -0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| -0.4338837391 | 42 | 14.4% |
cos_weekday
Real number (ℝ)
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005559896581708024 |
|---|---|
| Minimum | -0.9009688679024191 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9009688679 |
|---|---|
| 5-th percentile | -0.9009688679 |
| Q1 | -0.9009688679 |
| median | -0.222520934 |
| Q3 | 0.6234898019 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1.900968868 |
| Interquartile range (IQR) | 1.52445867 |
Descriptive statistics
| Standard deviation | 0.7073551581 |
|---|---|
| Coefficient of variation (CV) | -127.2245172 |
| Kurtosis | -1.502452694 |
| Mean | -0.005559896582 |
| Median Absolute Deviation (MAD) | 0.6399937036 |
| Skewness | 0.01159750905 |
| Sum | -1.623489802 |
| Variance | 0.5003513197 |
| Value | Count | Frequency (%) | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% | |
| 0.6234898019 | 41 | 14.0% | |
| 1 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 1 | 41 | 14.0% | |
| 0.6234898019 | 41 | 14.0% | |
| 0.6234898019 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% |
is_august
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 261 | 89.4% | |
| 1 | 31 | 10.6% |
spring
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 291 | 99.7% | |
| 1 | 1 | 0.3% |
summer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 184 | 63.0% | |
| 1 | 108 | 37.0% |
autumn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 202 | 69.2% | |
| 1 | 90 | 30.8% |
winter
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 200 | 68.5% | |
| 1 | 92 | 31.5% |
| Distinct count | 238 |
|---|---|
| Unique (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 486.9030944227006 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1055.625 |
| Zeros | 50 |
| Zeros (%) | 17.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 375.4196429 |
| median | 531.6875 |
| Q3 | 673.8125 |
| 95-th percentile | 841.41875 |
| Maximum | 1055.625 |
| Range | 1055.625 |
| Interquartile range (IQR) | 298.3928571 |
Descriptive statistics
| Standard deviation | 266.248991 |
|---|---|
| Coefficient of variation (CV) | 0.5468213162 |
| Kurtosis | -0.4556500722 |
| Mean | 486.9030944 |
| Median Absolute Deviation (MAD) | 211.2813741 |
| Skewness | -0.6333961159 |
| Sum | 142175.7036 |
| Variance | 70888.5252 |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 829 | 2 | 0.7% | |
| 477.375 | 2 | 0.7% | |
| 421.875 | 2 | 0.7% | |
| 554.75 | 2 | 0.7% | |
| 605.5 | 2 | 0.7% | |
| 899.8571429 | 1 | 0.3% | |
| 516.125 | 1 | 0.3% | |
| 743.375 | 1 | 0.3% | |
| 709 | 1 | 0.3% | |
| Other values (228) | 228 | 78.1% |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 266.1428571 | 1 | 0.3% | |
| 267.2857143 | 1 | 0.3% | |
| 274.5 | 1 | 0.3% | |
| 280.875 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1055.625 | 1 | 0.3% | |
| 1036.75 | 1 | 0.3% | |
| 941.5 | 1 | 0.3% | |
| 903.875 | 1 | 0.3% | |
| 899.8571429 | 1 | 0.3% |
| Distinct count | 239 |
|---|---|
| Unique (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 886.6786570450098 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2132.0 |
| Zeros | 16 |
| Zeros (%) | 5.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 711.15625 |
| median | 883.375 |
| Q3 | 1109.955357 |
| 95-th percentile | 1398.957143 |
| Maximum | 2132 |
| Range | 2132 |
| Interquartile range (IQR) | 398.7991071 |
Descriptive statistics
| Standard deviation | 352.0939277 |
|---|---|
| Coefficient of variation (CV) | 0.3970930448 |
| Kurtosis | 1.258886948 |
| Mean | 886.678657 |
| Median Absolute Deviation (MAD) | 256.8636876 |
| Skewness | -0.2141847036 |
| Sum | 258910.1679 |
| Variance | 123970.1339 |
| Value | Count | Frequency (%) | |
| 0 | 16 | 5.5% | |
| 746 | 6 | 2.1% | |
| 523 | 4 | 1.4% | |
| 814 | 3 | 1.0% | |
| 691.6 | 2 | 0.7% | |
| 702.7142857 | 2 | 0.7% | |
| 856.5714286 | 2 | 0.7% | |
| 1139.5 | 2 | 0.7% | |
| 790 | 2 | 0.7% | |
| 940 | 2 | 0.7% | |
| Other values (229) | 251 | 86.0% |
| Value | Count | Frequency (%) | |
| 0 | 16 | 5.5% | |
| 348.5 | 1 | 0.3% | |
| 412.4 | 1 | 0.3% | |
| 432.7142857 | 1 | 0.3% | |
| 458.625 | 2 | 0.7% |
| Value | Count | Frequency (%) | |
| 2132 | 1 | 0.3% | |
| 1892 | 1 | 0.3% | |
| 1763.4 | 1 | 0.3% | |
| 1726.8 | 1 | 0.3% | |
| 1718.25 | 1 | 0.3% |
| Distinct count | 197 |
|---|---|
| Unique (%) | 67.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2163.8972602739727 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15296.0 |
| Zeros | 83 |
| Zeros (%) | 28.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1650.5 |
| Q3 | 3442.5 |
| 95-th percentile | 6346.4 |
| Maximum | 15296 |
| Range | 15296 |
| Interquartile range (IQR) | 3442.5 |
Descriptive statistics
| Standard deviation | 2309.251531 |
|---|---|
| Coefficient of variation (CV) | 1.067172446 |
| Kurtosis | 4.284349069 |
| Mean | 2163.89726 |
| Median Absolute Deviation (MAD) | 1805.613952 |
| Skewness | 1.57523176 |
| Sum | 631858 |
| Variance | 5332642.635 |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 4535 | 3 | 1.0% | |
| 2833 | 2 | 0.7% | |
| 97 | 2 | 0.7% | |
| 3719 | 2 | 0.7% | |
| 227 | 2 | 0.7% | |
| 2095 | 2 | 0.7% | |
| 3306 | 2 | 0.7% | |
| 3511 | 2 | 0.7% | |
| 5180 | 2 | 0.7% | |
| Other values (187) | 190 | 65.1% |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 51 | 1 | 0.3% | |
| 95 | 1 | 0.3% | |
| 97 | 2 | 0.7% | |
| 162 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 15296 | 1 | 0.3% | |
| 12505 | 1 | 0.3% | |
| 9470 | 1 | 0.3% | |
| 8879 | 1 | 0.3% | |
| 8336 | 1 | 0.3% |
| Distinct count | 196 |
|---|---|
| Unique (%) | 67.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2111.513698630137 |
|---|---|
| Minimum | 0.0 |
| Maximum | 12505.0 |
| Zeros | 84 |
| Zeros (%) | 28.8% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1639.5 |
| Q3 | 3406 |
| 95-th percentile | 6317.15 |
| Maximum | 12505 |
| Range | 12505 |
| Interquartile range (IQR) | 3406 |
Descriptive statistics
| Standard deviation | 2180.220422 |
|---|---|
| Coefficient of variation (CV) | 1.032539085 |
| Kurtosis | 1.67397402 |
| Mean | 2111.513699 |
| Median Absolute Deviation (MAD) | 1759.697363 |
| Skewness | 1.184872877 |
| Sum | 616562 |
| Variance | 4753361.089 |
| Value | Count | Frequency (%) | |
| 0 | 84 | 28.8% | |
| 4535 | 3 | 1.0% | |
| 97 | 2 | 0.7% | |
| 2095 | 2 | 0.7% | |
| 1518 | 2 | 0.7% | |
| 5180 | 2 | 0.7% | |
| 3719 | 2 | 0.7% | |
| 2355 | 2 | 0.7% | |
| 3306 | 2 | 0.7% | |
| 3511 | 2 | 0.7% | |
| Other values (186) | 189 | 64.7% |
| Value | Count | Frequency (%) | |
| 0 | 84 | 28.8% | |
| 51 | 1 | 0.3% | |
| 95 | 1 | 0.3% | |
| 97 | 2 | 0.7% | |
| 162 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 12505 | 1 | 0.3% | |
| 9470 | 1 | 0.3% | |
| 8879 | 1 | 0.3% | |
| 8336 | 1 | 0.3% | |
| 8088 | 1 | 0.3% |
udsstock_shifted1
Real number (ℝ≥0)
| Distinct count | 109 |
|---|---|
| Unique (%) | 37.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 912.4573295683547 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2316.0 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 421.5 |
| Q1 | 684.6923077 |
| median | 882 |
| Q3 | 1112.935484 |
| 95-th percentile | 1467.5 |
| Maximum | 2316 |
| Range | 2316 |
| Interquartile range (IQR) | 428.2431762 |
Descriptive statistics
| Standard deviation | 348.414644 |
|---|---|
| Coefficient of variation (CV) | 0.3818421232 |
| Kurtosis | 1.892916038 |
| Mean | 912.4573296 |
| Median Absolute Deviation (MAD) | 266.5308165 |
| Skewness | 0.8516058427 |
| Sum | 266437.5402 |
| Variance | 121392.7642 |
| Value | Count | Frequency (%) | |
| 684.6923077 | 27 | 9.2% | |
| 789.8709677 | 13 | 4.5% | |
| 1157.571429 | 13 | 4.5% | |
| 929 | 12 | 4.1% | |
| 1112.935484 | 11 | 3.8% | |
| 968.5806452 | 10 | 3.4% | |
| 416 | 6 | 2.1% | |
| 794 | 6 | 2.1% | |
| 697 | 6 | 2.1% | |
| 552 | 5 | 1.7% | |
| Other values (99) | 183 | 62.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 48 | 1 | 0.3% | |
| 82 | 1 | 0.3% | |
| 300 | 2 | 0.7% | |
| 349 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2316 | 1 | 0.3% | |
| 2190 | 1 | 0.3% | |
| 2132 | 1 | 0.3% | |
| 1996 | 2 | 0.7% | |
| 1918 | 2 | 0.7% |
| Distinct count | 105 |
|---|---|
| Unique (%) | 36.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 899.0478662963197 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2316.0 |
| Zeros | 7 |
| Zeros (%) | 2.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 416 |
| Q1 | 684.6923077 |
| median | 882 |
| Q3 | 1112.935484 |
| 95-th percentile | 1463 |
| Maximum | 2316 |
| Range | 2316 |
| Interquartile range (IQR) | 428.2431762 |
Descriptive statistics
| Standard deviation | 364.7047617 |
|---|---|
| Coefficient of variation (CV) | 0.4056566679 |
| Kurtosis | 1.819479108 |
| Mean | 899.0478663 |
| Median Absolute Deviation (MAD) | 275.5532616 |
| Skewness | 0.5785868442 |
| Sum | 262521.977 |
| Variance | 133009.5632 |
| Value | Count | Frequency (%) | |
| 684.6923077 | 26 | 8.9% | |
| 1157.571429 | 13 | 4.5% | |
| 789.8709677 | 12 | 4.1% | |
| 929 | 12 | 4.1% | |
| 1112.935484 | 11 | 3.8% | |
| 968.5806452 | 10 | 3.4% | |
| 0 | 7 | 2.4% | |
| 697 | 6 | 2.1% | |
| 416 | 6 | 2.1% | |
| 794 | 6 | 2.1% | |
| Other values (95) | 183 | 62.7% |
| Value | Count | Frequency (%) | |
| 0 | 7 | 2.4% | |
| 82 | 1 | 0.3% | |
| 300 | 2 | 0.7% | |
| 358 | 1 | 0.3% | |
| 368 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2316 | 1 | 0.3% | |
| 2190 | 1 | 0.3% | |
| 2132 | 1 | 0.3% | |
| 1996 | 2 | 0.7% | |
| 1918 | 2 | 0.7% |
| Distinct count | 238 |
|---|---|
| Unique (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 884.5724926614481 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2132.0 |
| Zeros | 17 |
| Zeros (%) | 5.8% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 711.15625 |
| median | 883.375 |
| Q3 | 1109.955357 |
| 95-th percentile | 1398.957143 |
| Maximum | 2132 |
| Range | 2132 |
| Interquartile range (IQR) | 398.7991071 |
Descriptive statistics
| Standard deviation | 355.5471241 |
|---|---|
| Coefficient of variation (CV) | 0.4019423248 |
| Kurtosis | 1.223089953 |
| Mean | 884.5724927 |
| Median Absolute Deviation (MAD) | 258.9410004 |
| Skewness | -0.2422327309 |
| Sum | 258295.1679 |
| Variance | 126413.7575 |
| Value | Count | Frequency (%) | |
| 0 | 17 | 5.8% | |
| 746 | 6 | 2.1% | |
| 523 | 4 | 1.4% | |
| 814 | 3 | 1.0% | |
| 908.125 | 2 | 0.7% | |
| 575.5714286 | 2 | 0.7% | |
| 840.6 | 2 | 0.7% | |
| 513 | 2 | 0.7% | |
| 1133 | 2 | 0.7% | |
| 1085 | 2 | 0.7% | |
| Other values (228) | 250 | 85.6% |
| Value | Count | Frequency (%) | |
| 0 | 17 | 5.8% | |
| 348.5 | 1 | 0.3% | |
| 412.4 | 1 | 0.3% | |
| 432.7142857 | 1 | 0.3% | |
| 458.625 | 2 | 0.7% |
| Value | Count | Frequency (%) | |
| 2132 | 1 | 0.3% | |
| 1892 | 1 | 0.3% | |
| 1763.4 | 1 | 0.3% | |
| 1726.8 | 1 | 0.3% | |
| 1718.25 | 1 | 0.3% |
| Distinct count | 233 |
|---|---|
| Unique (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 865.8993272994128 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2132.0 |
| Zeros | 23 |
| Zeros (%) | 7.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 701.2857143 |
| median | 878.7 |
| Q3 | 1104.857143 |
| 95-th percentile | 1376.303571 |
| Maximum | 2132 |
| Range | 2132 |
| Interquartile range (IQR) | 403.5714286 |
Descriptive statistics
| Standard deviation | 373.8624318 |
|---|---|
| Coefficient of variation (CV) | 0.4317620075 |
| Kurtosis | 0.991180717 |
| Mean | 865.8993273 |
| Median Absolute Deviation (MAD) | 272.0044278 |
| Skewness | -0.3348204769 |
| Sum | 252842.6036 |
| Variance | 139773.1179 |
| Value | Count | Frequency (%) | |
| 0 | 23 | 7.9% | |
| 746 | 6 | 2.1% | |
| 523 | 4 | 1.4% | |
| 814 | 3 | 1.0% | |
| 702.7142857 | 2 | 0.7% | |
| 856.5714286 | 2 | 0.7% | |
| 1139.5 | 2 | 0.7% | |
| 790 | 2 | 0.7% | |
| 940 | 2 | 0.7% | |
| 499.875 | 2 | 0.7% | |
| Other values (223) | 244 | 83.6% |
| Value | Count | Frequency (%) | |
| 0 | 23 | 7.9% | |
| 412.4 | 1 | 0.3% | |
| 432.7142857 | 1 | 0.3% | |
| 458.625 | 2 | 0.7% | |
| 470.25 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2132 | 1 | 0.3% | |
| 1892 | 1 | 0.3% | |
| 1763.4 | 1 | 0.3% | |
| 1726.8 | 1 | 0.3% | |
| 1718.25 | 1 | 0.3% |
| Distinct count | 102 |
|---|---|
| Unique (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 486.458904109589 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1719.0 |
| Zeros | 57 |
| Zeros (%) | 19.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 285.25 |
| median | 523 |
| Q3 | 687.75 |
| 95-th percentile | 888.15 |
| Maximum | 1719 |
| Range | 1719 |
| Interquartile range (IQR) | 402.5 |
Descriptive statistics
| Standard deviation | 326.1246705 |
|---|---|
| Coefficient of variation (CV) | 0.6704053883 |
| Kurtosis | 0.9593022164 |
| Mean | 486.4589041 |
| Median Absolute Deviation (MAD) | 256.7473729 |
| Skewness | 0.3492799132 |
| Sum | 142046 |
| Variance | 106357.3007 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 560 | 7 | 2.4% | |
| 494 | 6 | 2.1% | |
| 435 | 6 | 2.1% | |
| 649 | 5 | 1.7% | |
| 678 | 5 | 1.7% | |
| 642 | 5 | 1.7% | |
| 442 | 5 | 1.7% | |
| 605 | 5 | 1.7% | |
| 568 | 5 | 1.7% | |
| Other values (92) | 186 | 63.7% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 73 | 1 | 0.3% | |
| 154 | 1 | 0.3% | |
| 199 | 1 | 0.3% | |
| 221 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1719 | 1 | 0.3% | |
| 1690 | 1 | 0.3% | |
| 1586 | 1 | 0.3% | |
| 1542 | 2 | 0.7% | |
| 1084 | 1 | 0.3% |
roll4_udstock_shifted1
Real number (ℝ≥0)
| Distinct count | 274 |
|---|---|
| Unique (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 908.181946464384 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1971.75 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 536.34375 |
| Q1 | 756.9495303 |
| median | 892.5604396 |
| Q3 | 1027.329637 |
| 95-th percentile | 1345.471371 |
| Maximum | 1971.75 |
| Range | 1971.75 |
| Interquartile range (IQR) | 270.3801068 |
Descriptive statistics
| Standard deviation | 243.4121081 |
|---|---|
| Coefficient of variation (CV) | 0.2680213024 |
| Kurtosis | 2.523231331 |
| Mean | 908.1819465 |
| Median Absolute Deviation (MAD) | 180.5578784 |
| Skewness | 0.5239854693 |
| Sum | 265189.1284 |
| Variance | 59249.45438 |
| Value | Count | Frequency (%) | |
| 892.5604396 | 5 | 1.7% | |
| 1007.16776 | 5 | 1.7% | |
| 756.9495303 | 3 | 1.0% | |
| 1031.494816 | 3 | 1.0% | |
| 759.6203474 | 2 | 0.7% | |
| 647.625 | 2 | 0.7% | |
| 847.625 | 2 | 0.7% | |
| 995.4274194 | 2 | 0.7% | |
| 884.1228288 | 2 | 0.7% | |
| 851.125 | 2 | 0.7% | |
| Other values (264) | 264 | 90.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 123.5 | 1 | 0.3% | |
| 370.7050691 | 1 | 0.3% | |
| 404.375 | 1 | 0.3% | |
| 424.75 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1971.75 | 1 | 0.3% | |
| 1916.125 | 1 | 0.3% | |
| 1620.5 | 1 | 0.3% | |
| 1506.196429 | 1 | 0.3% | |
| 1493.519009 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-06-05 | 48 | 494.000000 | 664.0 | 11678.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 664.00 | 494.0 | 15296.0 | 12505.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 1 | 2019-06-06 | 48 | 1112.935484 | 730.0 | 15296.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 730.00 | 0.0 | 12505.0 | 2841.0 | 494.000000 | 0.000000 | 494.0 | 0.0 | 664.0 | 123.500000 |
| 2 | 2019-06-07 | 48 | 929.000000 | 575.0 | 12505.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 575.00 | 0.0 | 2841.0 | 0.0 | 1112.935484 | 0.000000 | 0.0 | 0.0 | 730.0 | 370.705069 |
| 3 | 2019-06-08 | 48 | 1157.571429 | 619.0 | 2841.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 619.00 | 0.0 | 0.0 | 4219.0 | 929.000000 | 0.000000 | 0.0 | 0.0 | 575.0 | 718.725806 |
| 4 | 2019-06-09 | 48 | 684.692308 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 0.00 | 0.0 | 4219.0 | 3498.0 | 1157.571429 | 0.000000 | 0.0 | 0.0 | 619.0 | 972.172235 |
| 5 | 2019-06-10 | 48 | 684.692308 | 398.0 | 4219.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 1 | 0 | 0 | 398.00 | 0.0 | 3498.0 | 1594.0 | 684.692308 | 0.000000 | 0.0 | 0.0 | 0.0 | 1007.167760 |
| 6 | 2019-06-11 | 48 | 882.000000 | 405.0 | 3498.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 405.00 | 882.0 | 1594.0 | 2599.0 | 684.692308 | 0.000000 | 0.0 | 0.0 | 398.0 | 892.560440 |
| 7 | 2019-06-12 | 48 | 1366.000000 | 560.0 | 1594.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 638.00 | 712.0 | 2599.0 | 3914.0 | 882.000000 | 494.000000 | 882.0 | 494.0 | 405.0 | 768.465659 |
| 8 | 2019-06-13 | 48 | 1560.000000 | 797.0 | 2599.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 746.75 | 1560.0 | 3914.0 | 1284.0 | 1366.000000 | 1112.935484 | 712.0 | 0.0 | 560.0 | 843.846154 |
| 9 | 2019-06-14 | 48 | 843.000000 | 826.0 | 3914.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 637.75 | 843.0 | 1284.0 | 0.0 | 1560.000000 | 929.000000 | 1560.0 | 0.0 | 797.0 | 1123.586538 |
Last rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 282 | 2020-03-13 | 48 | 929.000000 | 1690.0 | 6721.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 736.875 | 649.000000 | 0.0 | 0.0 | 1112.935484 | 929.000000 | 1066.000000 | 753.250000 | 339.0 | 973.046216 |
| 283 | 2020-03-14 | 48 | 959.000000 | 1542.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 689.250 | 1256.750000 | 0.0 | 1476.0 | 929.000000 | 1157.571429 | 649.000000 | 1356.000000 | 1690.0 | 1025.068548 |
| 284 | 2020-03-15 | 48 | 684.692308 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 0.000 | 940.000000 | 1476.0 | 1757.0 | 959.000000 | 684.692308 | 1256.750000 | 940.000000 | 1542.0 | 1006.673387 |
| 285 | 2020-03-16 | 48 | 684.692308 | 309.0 | 1476.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 0 | 0 | 1 | 468.250 | 879.250000 | 1757.0 | 3145.0 | 684.692308 | 684.692308 | 940.000000 | 809.571429 | 0.0 | 932.703474 |
| 286 | 2020-03-17 | 48 | 789.870968 | 1719.0 | 1757.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 543.500 | 926.714286 | 3145.0 | 3574.0 | 684.692308 | 1027.000000 | 879.250000 | 888.250000 | 309.0 | 818.096154 |
| 287 | 2020-03-18 | 48 | 571.000000 | 605.0 | 3145.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 673.750 | 1449.400000 | 3574.0 | 3505.0 | 789.870968 | 968.580645 | 926.714286 | 1292.857143 | 1719.0 | 732.128102 |
| 288 | 2020-03-19 | 48 | 349.000000 | 1586.0 | 3574.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 696.875 | 707.500000 | 3505.0 | 0.0 | 571.000000 | 1112.935484 | 1449.400000 | 1066.000000 | 605.0 | 709.922767 |
| 289 | 2020-03-20 | 48 | 48.000000 | 730.0 | 3505.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 1036.750 | 348.500000 | 0.0 | 0.0 | 349.000000 | 929.000000 | 707.500000 | 649.000000 | 1586.0 | 639.538151 |
| 290 | 2020-03-21 | 48 | 1473.000000 | 1542.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 1055.625 | 1141.200000 | 0.0 | 0.0 | 48.000000 | 959.000000 | 348.500000 | 1256.750000 | 730.0 | 449.733871 |
| 291 | 2020-03-22 | 48 | 290.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 1 | 0 | 0 | 1 | 0.000 | 615.000000 | 0.0 | 0.0 | 1473.000000 | 684.692308 | 1141.200000 | 940.000000 | 1542.0 | 404.375000 |